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A Transformer-Based Diffusion Probabilistic Model for Vital Signs Forecasting
The model proposed in this technology, Transformer-based Diffusion Probabilistic Model for Sparse Time Series Forecasting (TDSTF), is a novel deep-learning algorithm that can be used for vital signs forecasting, data synthesis, simulation, and digital twins. Trained and tested on data from over 46,000 patients, the TDSTF technology merges transformer...
Published: 5/2/2024
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Inventor(s): Ao Li, Ping Chang, Huayu Li, Janet Roveda
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Software & Information Technology > Web & Internet
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MTS-LOF: Medical Time-Series Representation Learning via Occlusion-Invariant Features
Medical Time Series Representation Learning, known as MTS-LOF, uses the strengths of contrastive learning and Masked Autoencoder (MAE) methods, providing more sophisticated, context-rich representations, while also clarifying the interplay between temporal and structural dependencies in healthcare data. MTS-LOF is ideal for integration into numerous...
Published: 5/2/2024
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Inventor(s): Ao Li, Huayu Li, Ana Carreon-Rascon
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Web & Internet, Technology Classifications > Software & Information Technology > Health IT
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ClipStack (TM) Patent
Users can use the ClipStack web interface to link together professionally vetted short documentary videos for sharing on social media. ClipStack also guides users to explore more content based on video they have previously watched.
Background:
There is a vast amount of fragmented factual information available on the internet. To help organize this...
Published: 3/28/2024
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Inventor(s): Cody Sheehy, Jonathan Gibbs
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Web & Internet
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ClipStack (TM) Software
Users can use the ClipStack web interface to link together professionally vetted short documentary videos for sharing on social media. ClipStack also guides users to explore more content based on video they have previously watched.
Background:
There is a vast amount of fragmented factual information available on the internet. To help organize this...
Published: 3/28/2024
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Inventor(s): Cody Sheehy, Jonathan Gibbs, Craig Boesewetter, Kimberly Daly, Mattheew Rahr, David Bogner, Yuta Torrey
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Education & Training, Technology Classifications > Software & Information Technology > Web & Internet
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SmartPrint Polymer Material and Design for the Connection of Separate Optical Chips
This technology is a further development of interconnect polymer waveguides for photonics packaging and integration. Here, a flexible optical substrate is attached and aligned to individual photonic chip components to form an optical waveguide. The waveguide comprises a refractive index contrast (RIC) polymer directly patterned using a photolithography...
Published: 3/12/2024
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Inventor(s): Linan Jiang, Dong-Chul Pyun, Robert Norwood, Tristan Kleine, Julie Frish, Thomas Koch, Stanley Pau, Roland Himmelhuber, Abhinav Nishant, Kyungjo Kim, Sasaan Showghi
Keywords(s):
Category(s): Technology Classifications > Engineering & Physical Sciences > Electronics > Assembly and Packaging, Technology Classifications > Engineering & Physical Sciences > Photonics, Technology Classifications > Engineering & Physical Sciences > Semiconductors, Technology Classifications > Imaging & Optics > Fiber Optics, Technology Classifications > Imaging & Optics > Materials & Fabrication > Optical, EO & MO, Technology Classifications > Imaging & Optics > Telecommunications > Electro-Optic Devices, Technology Classifications > Materials > Polymers, Technology Classifications > Software & Information Technology > Communications & Networking, Technology Classifications > Software & Information Technology > Web & Internet, Technology Classifications > Engineering & Physical Sciences > Communications & Networking > Optical, Technology Classifications > Engineering & Physical Sciences > Electronics > Computer Hardware, Technology Classifications > Engineering & Physical Sciences > Electronics > Digital Circuits
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Artificial Neural Network Based Sleep Disordered Breathing Screening
Early detection of sleep disorders. Artificial Neural Network Based Sleep Disordered Breathing Screening.
Published: 3/5/2024
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Inventor(s): Ao Li, Stuart Quan, Janet Roveda
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Software & Information Technology > Web & Internet, Technology Classifications > Software & Information Technology > Databases & Data Mining
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Systems and Methods for Identity Authentication using the Keystroke Dynamics of a Single Interaction Session
This technology is a method of detecting an online impostor using keystroke dynamics without requiring prior collection of behavioral data from the true user.
Background:
Keystroke dynamics is an area of behavioral biometrics that attempts to identify or authenticate a user by collecting data about how a user types, such as the length of time between...
Published: 4/3/2023
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Inventor(s): Joseph Valacich, Jeffrey Jenkins
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Security, Technology Classifications > Software & Information Technology > Web & Internet
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Domain Transferable Neural Network Architecture for Fact Verification
The problem this invention solves is that of spurious patterns or invalid results from software neural networks tasked to use natural language programming for fact verification in news or articles. This approach increases the accuracy of fact verification. Neural architectures with improved transfer between domains enables re-use of trained models,...
Published: 2/7/2024
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Inventor(s): Mithun Paul, Mihai Surdeanu, Sandeep Suntwal, Rebecca Sharp
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Security, Technology Classifications > Software & Information Technology > Web & Internet, Technology Classifications > Software & Information Technology > Databases & Data Mining
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Institutional Knowledge Map
The proposed technology uses software visualization techniques to display structured and unstructured data in an interactive geographical map. The technology incorporates machine learning and natural language processing to develop the results displayed to showcase various types of research topics.
Background:
Currently, within the market, there are...
Published: 4/3/2023
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Inventor(s): Md Iqbal Hossain, Nirav Merchant, Stephen Kobourov
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Education & Training, Technology Classifications > Software & Information Technology > Web & Internet, Technology Classifications > Software & Information Technology > Databases & Data Mining
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Federal Excess Property Management Web Application
This technology, known as the FedExProp App, is a web application that seeks to help users manage Federal Property and comply with USDA and other Federal Agency reporting requirements associated with the Federal Excess Property Program (FEPP). This easy-to-use application allows users to efficiently search for and update records for the property in...
Published: 6/26/2023
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Inventor(s): Jonathan Gibbs, Madelyn Mock, Brian Berrellez
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Mobile Application, Technology Classifications > Software & Information Technology > Web & Internet
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